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Comparison

Hugging Face vs autoresearch

Hugging Face is an MCP server published by docker. Marketplaces we read that list it: 1 (Docker MCP Catalog). autoresearch is a plugin bundle for AI coding tools published by bn-l. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-10-15. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplaceHugging Faceautoresearch
Docker MCP Catalog Listed
Version: not stated
No figure published
Not marked · First seen
Not listed
Community marketplace bn-l/claude-autoresearch-mod Not listed Listed
Version: 0.2.0
Forks (GitHub): 0
Stars (GitHub): 3
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

Hugging Face vs autoresearch
FactHugging Faceautoresearch
Marketplaces that list it11
Stars (GitHub) (differs)No figure on GitHub3
Forks (GitHub) (differs)No figure on GitHub0
Last releaseNot publishedNot published
Where it runs (differs)Remote server (huggingface.co/mcp)Installs as a plugin bundle
Transport (differs)Streamable HTTPNot stated
Tools it declares (differs)4Not published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)Not a bundle3
Licence (differs)Apache-2.0MIT
Repository (differs)Not statedgithub.com/bn-l/claude-autoresearch-mod
Changes in the last 7 days (differs)02
First seen (differs)2026-10-112026-10-15
Endpoint at the last check (differs)not checked yetno remote endpoint we check

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

Hugging Face

In its own words, on Docker MCP Catalog:

Tools for interacting with Hugging Face models, datasets, research papers, and more.

autoresearch

In its own words, on Community GitHub marketplaces:

Autonomous experiment loop for Claude Code: run, measure, keep or discard. A port of pi-autoresearch.

How to run each

Hugging Face As a remote MCP server

Claude Code
claude mcp add --transport http hugging-face https://huggingface.co/mcp

autoresearch As a Claude Code plugin

Claude Code
/plugin marketplace add bn-l/claude-autoresearch-mod
/plugin install autoresearch@bn-l

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

The marketplaces of autoresearch publish no list of tools, so we do not compare tools.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: Hugging Face · What it can do: autoresearch · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built